Posts in beginner

08 October 2021 - Splines in PyMC3

25 September 2021 - Multivariate Gaussian Random Walk

30 August 2021 - Getting started with PyMC3

Posts in intermediate

20 October 2021 - Variational Inference: Bayesian Neural Networks

23 September 2021 - GLM: Mini-batch ADVI on hierarchical regression model

20 September 2021 - Probabilistic Matrix Factorization for Making Personalized Recommendations

18 September 2021 - Marginalized Gaussian Mixture Model

18 September 2021 - Gaussian Mixture Model

15 September 2021 - Rolling Regression

30 August 2021 - A Primer on Bayesian Methods for Multilevel Modeling

30 August 2021 - A Hierarchical model for Rugby prediction